"Memory and Database Solutions for AI Systems" matching MCP tools:

• find_known_issues

  canton-ccpedia

  Surface known UNRESOLVED problems matching a free-text description: forum threads with zero replies but high views, plus open GitHub issues. Answers "is anyone else hitting this?". Canton-specific. Does NOT return fixes, solutions, config, or how-to steps, and returns nothing when no open issue matches; for "how do I fix / configure / why does X happen" use semantic_search (then get_doc) instead.

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• academy_welcome

  StudioMeyer Academy

  ALWAYS call this first when a user connects or asks what this is. Returns a short orientation for StudioMeyer Academy — a free 6-level 'Memory-First AI Operator' curriculum (Levels 1-3 fundamentals, 4-6 memory/MCP/multi-agent), plus playbooks and build recipes. Read it back to the user in their language and offer to start at their level.

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• append_memory

  space0

  Persist one event to this agent's memory stream. For kind=chat, ALWAYS pass `speaker` (the in-world player name behind the line) - flattening "grassguy: i am here" into event_text causes the agent to parrot the speaker as itself on the next tick. Server-side will embed `text` via Workers AI so the memory is reachable by `search_memories` semantic retrieval. Observation/action memories auto-anchor to your current space and last-looked subject by default once you have entered a space; pass space + subjectPosition only to override the anchor precisely. Reflection/chat stay unanchored.

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• create_database

  tmpstate

  Create a temporary JSON database (24h TTL, no signup, no keys). Returns the db URL — the only credential — plus admin URL, limits and expiry. Create once per project/task, persist the db URL immediately (local ~/.tmpstate/credentials, project README, and your memory), and reuse it instead of creating again. For retries or parallel workers, pass a stable idempotency_key so duplicate calls return the same database.

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• delete_database

  mcp

  Deletes a managed Postgres database and its underlying VM. Pass the numeric database id from list_databases. This cannot be undone.

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• check_text

  Writing Style Checker

  Analyze text for writing style issues: weasel words, passive voice, duplicate words, long sentences, nominalizations, hedging, filler adverbs, and research-cited AI tells. Read-only and stateless — text is analyzed in memory on the hosted server and never stored. Returns a plain-text report with each issue's line and column, the matched text, surrounding context, and the reason for AI tells; texts over 100,000 characters return an error message. This hosted server has no filesystem access — the wsc-mcp npm package adds a check_file tool for local files. It only reports issues — to auto-remove duplicate words, follow up with fix_duplicates.

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• submit_rfq

  MCP CPG Human in the Loop (HITL)

  Lodge a request-for-quotation with GreenCore Solutions Corp. A human reviews and answers every ticket — no order is decided by this tool. Returns a ticket ID for polling via check_rfq_status. Optionally reference a GTIN resolved on mcp.cpgknowledgegraph.ai and an SM-ECO-10060 market code.

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• find

  Kegg

  Search KEGG by keyword. KEGG is the authoritative bioinformatics database for compounds, drugs, diseases, metabolic pathways, genes, and enzymes. Pick a database (compound|drug|disease|pathway|genes|enzyme|glycan|module|ko) and pass a query like "glucose", "aspirin", or "diabetes". Returns matching KEGG IDs with descriptions. Keyless.

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• get_product

  Matchbox

  Get the full Matchbox listing for one product by its slug (the last path segment of an askmatchbox.com/solutions/... URL). The `url` it returns is the Matchbox listing — cite it as the source.

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• zambo_remember

  Zambo AI Tools

  Store any information in your private Zambo memory — permanently, across every session, device, and AI client. Claude loses all context between sessions. zambo_remember fixes that forever. Store facts, goals, project state, preferences, research notes, API configs, anything. Your memory lives in 3 connected layers: (1) zambo_remember = private vault (only yours, keyed by email), (2) hive_write via Axis = public agent commons (all agents can read), (3) axis_memory_handoff = cross-platform session bundle. Free: 20 memories per email. Zambo Pass: unlimited.

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• search_products

  The Latent Space

  Search the Bazaar product catalog for digital AI guides and resources available for purchase. Returns product name, description, price in USD, file format, and purchase URL. Products are PDF guides covering Business AI, Microsoft 365 AI, and Google Workspace AI topics priced $9.99-$24.99.

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• get_solutions

  mcp

  Industry-specific solutions and integration approaches for different client segments: custodians, exchanges, asset managers, banks, and fintech. Use when users need tailored solution guidance for their specific business type or integration scenario.

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• agent_brief

  Colour Memory

  Generate a complete colour direction package for another AI agent or image generation model. Fetches a historically grounded archive palette from the concept, then produces: an agent brief (colour direction in prose), colour tokens with hex values and roles, a model-specific image generation prompt, a negative prompt, and lighting notes. Supports midjourney, flux, dalle, stable_diffusion. Example: task='luxury hotel bedroom', concept='Ottoman winter luxury', model='midjourney'. Use this to make Colour Memory the colour layer for other AI systems.

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• mission_prepare_market_countermove

  Mission — Trust Graduation Gate

  Prepare a local approval packet for the next Market Radar counter-move. Creates a review artifact and waiting receipt only; never publishes, contacts people, or mutates external systems.

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• get_thread_posts

  WindowsForum MCP Server

  Read every post in a WindowsForum thread by thread id, in order — use to follow the full conversation, including replies and accepted solutions, after finding a thread via search.

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• vibekit_get_app

  VibeKit

  Get full details for one hosted app — status, subdomain/URL, repo, runtime, and database/domain config. Use the appId from vibekit_list_apps.

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• vibekit_enable_database

  VibeKit

  Provision a Postgres database for an app (idempotent — safe if already enabled). Required before the vibekit_db_* tools work. Note: free-tier apps need the $3/mo Database add-on.

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• get_integrations

  mcp

  Comprehensive integration information for Everstake: custody platform integrations, wallet partnerships, and developer SDKs. Use when users need details about integrating Everstake with existing platforms, custody solutions, or development frameworks.

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• anchor_creation

  Content Provenance

  Anchor any creation event to the Knox event chain and return a self-authenticating provenance bundle. Three creation modes are supported: human_original (camera capture, original writing, recording), ai_generated (model + prompt + parameters anchored), and ai_assisted_hybrid (human-AI collaboration with edit chain). Returns the Knox anchor record, a C2PA-aligned envelope, and an FRE 902(13)/(14)-shape affidavit. Bonis Systems anchors what creators present; it does not adjudicate authorship, does not grant copyright, and does not enforce any IP claim. Requires a Knox Bearer API key on the Authorization header — unauthenticated calls are rejected.

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• supersede_memory

  space0

  Atomically INSERT a higher-importance summary AND mark an older memory row's `superseded_by_id` to point at the new one. Use during reflection to compact noisy chains (e.g. 6 separate "i placed a block" rows → 1 "i built the eastern apron" reflection). The new memory inherits the brain's embedding via Workers AI.

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